Tech powered education in Medicine
Powering physicians, students, and scientists to stand at the intersection of advancing technologies and medicine
Z and T Tests: Python
Lecture
33 min.
Intermediate
This lesson will help you fully understand the 'under the hood' workings of these two famous tests!
Z and T Tests: R
Lecture
Beginner
This lesson will help you fully understand the 'under the hood' workings of these two famous tests!
Vectorization
Lecture
36 min.
Advanced
We have to convert words into numbers somehow... Find out how here!
Module 3: Lecture
Lecture
19 min.
Get the quick and dirty run down about what machine learning means and what you can expect to know in the rest of this …
R: Data Frames
Basic Notebook
Beginner
Get used to using Data Frames - a core component and powerful tool in R.
R: Data Types
Basic Notebook
Beginner
Your very first R lesson. Get the bare basics here!
Python Basics: Functions and OOP
Basic Notebook
45 min.
Beginner
Here we will learn about functions and object oriented programming! This is the last stop on the basic Python lessons!
PyTorch and Tensors
Basic Notebook
58 min.
Learn all about PyTorch (the AI package) and tensors (the data structure of AI) here! These are the tools of the trade …
Heart Stroke: Exploring Data
Project
1 hr. 2 min.
Intermediate
Learn how to do data exploration on this dataset and apply it to your own!
Heart Attack: Data Exploration
Project
39 min.
Intermediate
Do some exploratory data analysis on a heart attack dataset in preparation to build a K-Nearest Neighbors model!
VQ Scan Analysis
Project
13 min.
Automate the analysis of VQ scans using Python and basic CV techniques
Heart Stroke: Logistic Regression 1
Project
36 min.
Intermediate
Move into the world of logistic regressions and optimize a model!
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Coding cells executed
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Lessons completed
Whether you want to code, review, or just bag a certificate, Code Grand Rounds works for you.
We hope you'll join us.
What is Code Grand Rounds?
Code Grand Rounds is an educational platform tailored toward medical students, physicians, and scientists. We offer our own tailored and peer-reviewed content, as well as community-contributed content spanning data science, statistics, machine learning, and more.
Who is Code Grand Rounds for?
Code Grand Rounds is for anyone interested in science, medicine, and technology.
How do I use Code Grand Rounds?
If you're here to learn, we encourage you to sign up and enroll in a Track you find interesting! If you're here to teach, sign up and check out the Create tab to begin creating your own content.
I'm a healthcare professional (physician, medical student, scientist). Why would it help for me to understand more about technology?
As a healthcare professional, you know how important technology is in medicine. Here at Code Grand Rounds, we firmly believe any technology-based solutions in healthcare should be driven by those with medical training first and foremost. By engaging in our content, you can contribute to these efforts, and grow in your ability to improve patient health and wellbeing.
I don't work in medicine, science, or research. Can I use Code Grand Rounds?
Absolutely. Much of what we teach is applicable to other curriculums or professional pursuits. While we intend to expand our curricular offerings to other groups, we are still in progress!
Is learning to code hard?
No! There may be a learning curve, but we promise you can do it. If you took the initiative to come to Code Grand Rounds, you are more than capable of learning to code.
I have more questions. How can I find answers?
Make a post on the Forums! We'll see it and reply as soon as we can.
Want to learn more? Check out the docs.